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Bridging engineering and neuro-oncology: a scalable FastAPI-deployed CNN framework for real-time explainable brain tumor diagnosis.

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Title: Bridging engineering and neuro-oncology: a scalable FastAPI-deployed CNN framework for real-time explainable brain tumor diagnosis.
Authors: Nematzadeh S; Department of Software Engineer, Engineering and Natural Sciences Faculty, Istanbul Topkapi University, Istanbul, Türkiye., Anka F; Data Science Application and Research Center (VEBIM), Fatih Sultan Mehmet Vakıf University, Istanbul, Türkiye., Ciftci F; Department of Biomedical Engineering, Faculty of Engineering, Fatih Sultan Mehmet Vakıf University, Istanbul, Türkiye.; Biomedical Electronic Design Application and Research Center (BETAM), Fatih Sultan Mehmet Vakıf University, Istanbul, Türkiye.; BioriginAI Research Group, Department of Biomedical Engineering, Fatih Sultan Mehmet Vakıf University, Istanbul, Türkiye., Ayanoğlu KYU; Department of Tropiko Software and Consultancy, Istanbul, Türkiye.; Department of Distributed Software System, Faculty of Engineering, Technische Universität Darmstadt, Darmstadt, Germany., Özarslan AC; Department of Metallurgical and Materials Engineering, Faculty of Engineering, Istanbul University-Cerrahpasa, Türkiye., Oncu E; Department of Bioengineering, Faculty of Chemical and Metallurgical Engineering, Yıldız Technical University, Istanbul, Türkiye.
Source: Frontiers in neuroscience [Front Neurosci] 2026 Mar 11; Vol. 20, pp. 1772429. Date of Electronic Publication: 2026 Mar 11 (Print Publication: 2026).
Publication Type: Journal Article
Journal Info: Publisher: Frontiers Research Foundation Country of Publication: Switzerland NLM ID: 101478481 Publication Model: eCollection Cited Medium: Print ISSN: 1662-4548 (Print) Linking ISSN: 1662453X NLM ISO Abbreviation: Front Neurosci Subsets: PubMed not MEDLINE
Database: MEDLINE Ultimate
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ISSN:1662-4548
DOI:10.3389/fnins.2026.1772429